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simhelpers: Helper Functions for Simulation Studies
Calculates performance criteria measures and associated Monte Carlo standard errors for simulation results. Includes functions to help run simulation studies, following a general simulation workflow that closely aligns with the approach described by Morris, White, and Crowther (2019) <DOI:10.1002/sim.8086>. Also includes functions for calculating bootstrap confidence intervals (including normal, basic, studentized, percentile, bias-corrected, and bias-corrected-and-accelerated) with tidy output, as well as for extrapolating confidence interval coverage rates and hypothesis test rejection rates following techniques suggested by Boos and Zhang (2000) <DOI:10.1080/01621459.2000.10474226>.
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Package details |
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| Author | Megha Joshi [aut, cre] (<https://orcid.org/0000-0001-7936-076X>), James Pustejovsky [aut] (<https://orcid.org/0000-0003-0591-9465>) |
| Maintainer | Megha Joshi <megha.j456@gmail.com> |
| License | GPL-3 |
| Version | 0.3.1 |
| URL | https://meghapsimatrix.github.io/simhelpers/ |
| Package repository | View on CRAN |
| Installation |
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